Dataset statistics
| Number of variables | 66 |
|---|---|
| Number of observations | 4562 |
| Missing cells | 137406 |
| Missing cells (%) | 45.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 514.0 B |
Variable types
| Numeric | 27 |
|---|---|
| DateTime | 1 |
| Categorical | 5 |
| Boolean | 33 |
alt is highly correlated with ast | High correlation |
ast is highly correlated with alt | High correlation |
bilirubin_direct is highly correlated with bilirubin_total | High correlation |
bilirubin_total is highly correlated with bilirubin_direct | High correlation |
haematocrit_percent is highly correlated with haemoglobin | High correlation |
haemoglobin is highly correlated with haematocrit_percent | High correlation |
pcr_dengue_load is highly correlated with pcr_dengue_reaction | High correlation |
pcr_dengue_reaction is highly correlated with pcr_dengue_load | High correlation |
bleeding_vaginal is highly correlated with hematuria | High correlation |
hematuria is highly correlated with bleeding_vaginal | High correlation |
abdominal_distension has 3860 (84.6%) missing values | Missing |
abdominal_pain has 94 (2.1%) missing values | Missing |
age has 78 (1.7%) missing values | Missing |
albumin has 3006 (65.9%) missing values | Missing |
alt has 2852 (62.5%) missing values | Missing |
ascites has 91 (2.0%) missing values | Missing |
ast has 2853 (62.5%) missing values | Missing |
bilirubin_direct has 4206 (92.2%) missing values | Missing |
bilirubin_total has 4207 (92.2%) missing values | Missing |
bleeding_gi has 481 (10.5%) missing values | Missing |
bleeding_gum has 93 (2.0%) missing values | Missing |
bleeding_mucosal has 251 (5.5%) missing values | Missing |
bleeding_nose has 96 (2.1%) missing values | Missing |
bleeding_skin has 316 (6.9%) missing values | Missing |
bleeding_vaginal has 2086 (45.7%) missing values | Missing |
body_temperature has 3892 (85.3%) missing values | Missing |
bruising has 94 (2.1%) missing values | Missing |
cough has 3863 (84.7%) missing values | Missing |
creatinine has 3675 (80.6%) missing values | Missing |
diarrhoea has 107 (2.3%) missing values | Missing |
ecchymosis has 3851 (84.4%) missing values | Missing |
effusion has 3852 (84.4%) missing values | Missing |
gender has 78 (1.7%) missing values | Missing |
haematocrit_percent has 551 (12.1%) missing values | Missing |
haemoglobin has 764 (16.7%) missing values | Missing |
headache has 3865 (84.7%) missing values | Missing |
heart_sound has 3855 (84.5%) missing values | Missing |
height has 575 (12.6%) missing values | Missing |
hematemesis has 3852 (84.4%) missing values | Missing |
hematoma has 3851 (84.4%) missing values | Missing |
hematuria has 3852 (84.4%) missing values | Missing |
igg has 3110 (68.2%) missing values | Missing |
igg_interpretation has 3110 (68.2%) missing values | Missing |
igm has 3110 (68.2%) missing values | Missing |
igm_interpretation has 3110 (68.2%) missing values | Missing |
jaundice has 88 (1.9%) missing values | Missing |
joint_pain has 3878 (85.0%) missing values | Missing |
liver_palpation_size has 3859 (84.6%) missing values | Missing |
lymphocytes_percent has 724 (15.9%) missing values | Missing |
melaena has 3852 (84.4%) missing values | Missing |
muscle_pain has 3878 (85.0%) missing values | Missing |
neutrophils_percent has 724 (15.9%) missing values | Missing |
oedema has 3852 (84.4%) missing values | Missing |
parental_fluid has 101 (2.2%) missing values | Missing |
parental_fluid_period has 4460 (97.8%) missing values | Missing |
parental_fluid_volume has 4460 (97.8%) missing values | Missing |
pcr_dengue_load has 4355 (95.5%) missing values | Missing |
pcr_dengue_reaction has 4355 (95.5%) missing values | Missing |
petechiae has 88 (1.9%) missing values | Missing |
pleural_effusion has 88 (1.9%) missing values | Missing |
plt has 556 (12.2%) missing values | Missing |
pulse has 3884 (85.1%) missing values | Missing |
restlessness has 3868 (84.8%) missing values | Missing |
runny_nose has 3870 (84.8%) missing values | Missing |
serotype has 3909 (85.7%) missing values | Missing |
skin_rash has 102 (2.2%) missing values | Missing |
sore_throat has 3873 (84.9%) missing values | Missing |
vomiting has 102 (2.2%) missing values | Missing |
wbc has 711 (15.6%) missing values | Missing |
weight has 182 (4.0%) missing values | Missing |
liver_palpation_size has 487 (10.7%) zeros | Zeros |
day_from_enrolment has 740 (16.2%) zeros | Zeros |
day_from_admission has 740 (16.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-12 10:54:06.890331 |
|---|---|
| Analysis finished | 2021-02-12 10:55:28.906686 |
| Duration | 1 minute and 22.02 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
study_no
Real number (ℝ≥0)
| Distinct | 740 |
|---|---|
| Distinct (%) | 16.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 369.9302937 |
|---|---|
| Minimum | 1 |
| Maximum | 740 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 182 |
| median | 370 |
| Q3 | 559 |
| 95-th percentile | 706 |
| Maximum | 740 |
| Range | 739 |
| Interquartile range (IQR) | 377 |
Descriptive statistics
| Standard deviation | 216.8060228 |
|---|---|
| Coefficient of variation (CV) | 0.5860726372 |
| Kurtosis | -1.226664614 |
| Mean | 369.9302937 |
| Median Absolute Deviation (MAD) | 188 |
| Skewness | 0.01104943695 |
| Sum | 1687622 |
| Variance | 47004.85153 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) |
| 688 | 23 | 0.5% |
| 735 | 19 | 0.4% |
| 199 | 16 | 0.4% |
| 104 | 16 | 0.4% |
| 2 | 15 | 0.3% |
| 182 | 14 | 0.3% |
| 73 | 14 | 0.3% |
| 123 | 14 | 0.3% |
| 602 | 13 | 0.3% |
| 92 | 12 | 0.3% |
| Other values (730) | 4406 |
| Value | Count | Frequency (%) |
| 1 | 7 | |
| 2 | 15 | |
| 3 | 8 | |
| 4 | 7 | |
| 5 | 7 |
| Value | Count | Frequency (%) |
| 740 | 1 | < 0.1% |
| 739 | 2 | < 0.1% |
| 738 | 9 | |
| 737 | 7 | |
| 736 | 2 | < 0.1% |
date
Date
| Distinct | 682 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.8 KiB |
| Minimum | 2006-04-22 00:00:00 |
|---|---|
| Maximum | 2008-11-18 00:00:00 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3860 |
| Missing (%) | 84.6% |
| Memory size | 35.8 KiB |
| V_0 | |
|---|---|
| V_1 | 6 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2106 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | V_0 |
|---|---|
| 2nd row | V_1 |
| 3rd row | V_0 |
| 4th row | V_0 |
| 5th row | V_0 |
| Value | Count | Frequency (%) |
| V_0 | 696 | 15.3% |
| V_1 | 6 | 0.1% |
| (Missing) | 3860 |
| Value | Count | Frequency (%) |
| v_0 | 696 | |
| v_1 | 6 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| V | 702 | |
| _ | 702 | |
| 0 | 696 | |
| 1 | 6 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 702 | |
| Connector Punctuation | 702 | |
| Decimal Number | 702 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 696 | |
| 1 | 6 | 0.9% |
| Value | Count | Frequency (%) |
| V | 702 |
| Value | Count | Frequency (%) |
| _ | 702 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1404 | |
| Latin | 702 |
Most frequent character per script
| Value | Count | Frequency (%) |
| _ | 702 | |
| 0 | 696 | |
| 1 | 6 | 0.4% |
| Value | Count | Frequency (%) |
| V | 702 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2106 |
Most frequent character per block
| Value | Count | Frequency (%) |
| V | 702 | |
| _ | 702 | |
| 0 | 696 | |
| 1 | 6 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 94 |
| Missing (%) | 2.1% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 94 |
| Value | Count | Frequency (%) |
| True | 2757 | |
| False | 1711 | |
| (Missing) | 94 | 2.1% |
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 78 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.05999108 |
|---|---|
| Minimum | 15 |
| Maximum | 57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 18 |
| median | 21 |
| Q3 | 26 |
| 95-th percentile | 36 |
| Maximum | 57 |
| Range | 42 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.911454613 |
|---|---|
| Coefficient of variation (CV) | 0.2997162743 |
| Kurtosis | 2.538138479 |
| Mean | 23.05999108 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.438556641 |
| Sum | 103401 |
| Variance | 47.76820486 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 394 | 8.6% |
| 20 | 358 | 7.8% |
| 18 | 339 | 7.4% |
| 19 | 336 | 7.4% |
| 23 | 314 | 6.9% |
| 15 | 299 | 6.6% |
| 16 | 285 | 6.2% |
| 24 | 280 | 6.1% |
| 21 | 278 | 6.1% |
| 22 | 192 | 4.2% |
| Other values (27) | 1409 |
| Value | Count | Frequency (%) |
| 15 | 299 | |
| 16 | 285 | |
| 17 | 394 | |
| 18 | 339 | |
| 19 | 336 |
| Value | Count | Frequency (%) |
| 57 | 6 | 0.1% |
| 54 | 6 | 0.1% |
| 49 | 24 | |
| 48 | 8 | 0.2% |
| 47 | 8 | 0.2% |
| Distinct | 250 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 3006 |
| Missing (%) | 65.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.9361825 |
|---|---|
| Minimum | 19 |
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 33.79999924 |
| median | 37.09999847 |
| Q3 | 40 |
| 95-th percentile | 45.40000153 |
| Maximum | 55 |
| Range | 36 |
| Interquartile range (IQR) | 6.200000763 |
Descriptive statistics
| Standard deviation | 5.439425737 |
|---|---|
| Coefficient of variation (CV) | 0.1472655095 |
| Kurtosis | 0.3491069559 |
| Mean | 36.9361825 |
| Median Absolute Deviation (MAD) | 3.099998474 |
| Skewness | -0.2319055739 |
| Sum | 57472.69998 |
| Variance | 29.58735234 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 95 | 2.1% |
| 38 | 93 | 2.0% |
| 37 | 72 | 1.6% |
| 36 | 68 | 1.5% |
| 39 | 59 | 1.3% |
| 35 | 55 | 1.2% |
| 34 | 50 | 1.1% |
| 33 | 46 | 1.0% |
| 41 | 39 | 0.9% |
| 32 | 37 | 0.8% |
| Other values (240) | 942 | 20.6% |
| (Missing) | 3006 |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 19.39999962 | 1 | < 0.1% |
| 19.89999962 | 1 | < 0.1% |
| 20 | 3 | |
| 21 | 2 |
| Value | Count | Frequency (%) |
| 55 | 1 | |
| 54 | 2 | |
| 53.59999847 | 1 | |
| 51.90000153 | 1 | |
| 51.79999924 | 1 |
| Distinct | 433 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 2852 |
| Missing (%) | 62.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.6181871 |
|---|---|
| Minimum | 3 |
| Maximum | 9917 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 38 |
| median | 78 |
| Q3 | 162 |
| 95-th percentile | 471 |
| Maximum | 9917 |
| Range | 9914 |
| Interquartile range (IQR) | 124 |
Descriptive statistics
| Standard deviation | 368.8033335 |
|---|---|
| Coefficient of variation (CV) | 2.369924366 |
| Kurtosis | 323.9863872 |
| Mean | 155.6181871 |
| Median Absolute Deviation (MAD) | 49 |
| Skewness | 14.80782646 |
| Sum | 266107.1 |
| Variance | 136015.8988 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 24 | 0.5% |
| 22 | 24 | 0.5% |
| 40 | 23 | 0.5% |
| 70 | 22 | 0.5% |
| 28 | 21 | 0.5% |
| 80 | 21 | 0.5% |
| 35 | 20 | 0.4% |
| 20 | 19 | 0.4% |
| 19 | 19 | 0.4% |
| 17 | 19 | 0.4% |
| Other values (423) | 1498 | |
| (Missing) | 2852 |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 3 | |
| 11 | 7 |
| Value | Count | Frequency (%) |
| 9917 | 1 | |
| 5048 | 1 | |
| 4237 | 1 | |
| 3596 | 1 | |
| 2881 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 91 |
| Missing (%) | 2.0% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 293 |
| (Missing) | 91 |
| Value | Count | Frequency (%) |
| False | 4178 | |
| True | 293 | 6.4% |
| (Missing) | 91 | 2.0% |
| Distinct | 433 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 2853 |
| Missing (%) | 62.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164.0005266 |
|---|---|
| Minimum | 10 |
| Maximum | 8680 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 40 |
| median | 89 |
| Q3 | 171 |
| 95-th percentile | 481.2 |
| Maximum | 8680 |
| Range | 8670 |
| Interquartile range (IQR) | 131 |
Descriptive statistics
| Standard deviation | 383.6124299 |
|---|---|
| Coefficient of variation (CV) | 2.339092671 |
| Kurtosis | 250.6484605 |
| Mean | 164.0005266 |
| Median Absolute Deviation (MAD) | 57 |
| Skewness | 13.54247353 |
| Sum | 280276.9 |
| Variance | 147158.4964 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 31 | 0.7% |
| 20 | 31 | 0.7% |
| 25 | 25 | 0.5% |
| 80 | 25 | 0.5% |
| 24 | 24 | 0.5% |
| 29 | 19 | 0.4% |
| 16 | 18 | 0.4% |
| 26 | 18 | 0.4% |
| 30 | 18 | 0.4% |
| 47 | 17 | 0.4% |
| Other values (423) | 1483 | |
| (Missing) | 2853 |
| Value | Count | Frequency (%) |
| 10 | 3 | |
| 11 | 4 | |
| 12 | 7 | |
| 13 | 6 | |
| 13.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8680 | 1 | |
| 7691 | 1 | |
| 4921 | 1 | |
| 3584 | 1 | |
| 3197 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 4206 |
| Missing (%) | 92.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.23988764 |
|---|---|
| Minimum | 0.6999999881 |
| Maximum | 265 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 0.6999999881 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5.25 |
| 95-th percentile | 27.5 |
| Maximum | 265 |
| Range | 264.3 |
| Interquartile range (IQR) | 3.25 |
Descriptive statistics
| Standard deviation | 22.6610116 |
|---|---|
| Coefficient of variation (CV) | 2.750160268 |
| Kurtosis | 70.20183181 |
| Mean | 8.23988764 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 7.734332535 |
| Sum | 2933.4 |
| Variance | 513.5214468 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 143 | 3.1% |
| 3 | 56 | 1.2% |
| 4 | 35 | 0.8% |
| 5 | 22 | 0.5% |
| 6 | 22 | 0.5% |
| 10 | 9 | 0.2% |
| 8 | 7 | 0.2% |
| 13 | 4 | 0.1% |
| 20 | 4 | 0.1% |
| 9 | 4 | 0.1% |
| Other values (40) | 50 | 1.1% |
| (Missing) | 4206 |
| Value | Count | Frequency (%) |
| 0.6999999881 | 1 | < 0.1% |
| 1 | 2 | < 0.1% |
| 2 | 143 | |
| 2.5 | 3 | 0.1% |
| 2.799999952 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 265 | 1 | |
| 190 | 1 | |
| 186 | 1 | |
| 128 | 1 | |
| 90 | 1 |
| Distinct | 67 |
|---|---|
| Distinct (%) | 18.9% |
| Missing | 4207 |
| Missing (%) | 92.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.30169014 |
|---|---|
| Minimum | 2 |
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 60 |
| Maximum | 336 |
| Range | 334 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 31.87283521 |
|---|---|
| Coefficient of variation (CV) | 1.569959693 |
| Kurtosis | 43.62692939 |
| Mean | 20.30169014 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 5.917337413 |
| Sum | 7207.099998 |
| Variance | 1015.877624 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 52 | 1.1% |
| 8 | 43 | 0.9% |
| 12 | 22 | 0.5% |
| 14 | 21 | 0.5% |
| 6 | 19 | 0.4% |
| 7 | 18 | 0.4% |
| 16 | 16 | 0.4% |
| 11 | 14 | 0.3% |
| 13 | 14 | 0.3% |
| 9 | 14 | 0.3% |
| Other values (57) | 122 | 2.7% |
| (Missing) | 4207 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 4.699999809 | 1 | < 0.1% |
| 5 | 8 | |
| 6 | 19 |
| Value | Count | Frequency (%) |
| 336 | 1 | |
| 263 | 1 | |
| 206 | 1 | |
| 205 | 1 | |
| 155 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 481 |
| Missing (%) | 10.5% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 2966 | |
| True | 1115 | 24.4% |
| (Missing) | 481 | 10.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 93 |
| Missing (%) | 2.0% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 93 |
| Value | Count | Frequency (%) |
| False | 3487 | |
| True | 982 | 21.5% |
| (Missing) | 93 | 2.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 251 |
| Missing (%) | 5.5% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 251 |
| Value | Count | Frequency (%) |
| True | 2602 | |
| False | 1709 | |
| (Missing) | 251 | 5.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 96 |
| Missing (%) | 2.1% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 96 |
| Value | Count | Frequency (%) |
| False | 3969 | |
| True | 497 | 10.9% |
| (Missing) | 96 | 2.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 316 |
| Missing (%) | 6.9% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 316 |
| Value | Count | Frequency (%) |
| True | 3724 | |
| False | 522 | 11.4% |
| (Missing) | 316 | 6.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2086 |
| Missing (%) | 45.7% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 1642 | |
| True | 834 | 18.3% |
| (Missing) | 2086 |
| Distinct | 21 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 3892 |
| Missing (%) | 85.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.63179104 |
|---|---|
| Minimum | 37 |
| Maximum | 40.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 37 |
| median | 37 |
| Q3 | 38 |
| 95-th percentile | 39.5 |
| Maximum | 40.5 |
| Range | 3.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8652680886 |
|---|---|
| Coefficient of variation (CV) | 0.02299300843 |
| Kurtosis | 0.5040228798 |
| Mean | 37.63179104 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.246964018 |
| Sum | 25213.3 |
| Variance | 0.7486888651 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 361 | 7.9% |
| 38 | 68 | 1.5% |
| 37.5 | 65 | 1.4% |
| 39 | 46 | 1.0% |
| 38.5 | 38 | 0.8% |
| 39.5 | 28 | 0.6% |
| 37.8 | 16 | 0.4% |
| 40 | 13 | 0.3% |
| 37.2 | 6 | 0.1% |
| 38.7 | 4 | 0.1% |
| Other values (11) | 25 | 0.5% |
| (Missing) | 3892 |
| Value | Count | Frequency (%) |
| 37 | 361 | |
| 37.2 | 6 | 0.1% |
| 37.4 | 3 | 0.1% |
| 37.5 | 65 | 1.4% |
| 37.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 40.5 | 3 | 0.1% |
| 40.3 | 1 | < 0.1% |
| 40 | 13 | |
| 39.8 | 1 | < 0.1% |
| 39.5 | 28 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 94 |
| Missing (%) | 2.1% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 94 |
| Value | Count | Frequency (%) |
| True | 2678 | |
| False | 1790 | |
| (Missing) | 94 | 2.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3863 |
| Missing (%) | 84.7% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 200 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 499 | 10.9% |
| True | 200 | 4.4% |
| (Missing) | 3863 |
| Distinct | 156 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 3675 |
| Missing (%) | 80.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.8962796 |
|---|---|
| Minimum | 8 |
| Maximum | 986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 68 |
| median | 83 |
| Q3 | 99 |
| 95-th percentile | 164.7 |
| Maximum | 986 |
| Range | 978 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 82.59219787 |
|---|---|
| Coefficient of variation (CV) | 0.8523773896 |
| Kurtosis | 61.51677757 |
| Mean | 96.8962796 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 7.152659866 |
| Sum | 85947 |
| Variance | 6821.471149 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 74 | 22 | 0.5% |
| 82 | 21 | 0.5% |
| 73 | 20 | 0.4% |
| 93 | 19 | 0.4% |
| 83 | 18 | 0.4% |
| 70 | 18 | 0.4% |
| 75 | 17 | 0.4% |
| 71 | 17 | 0.4% |
| 68 | 17 | 0.4% |
| 60 | 17 | 0.4% |
| Other values (146) | 701 | 15.4% |
| (Missing) | 3675 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 21 | 1 | |
| 27 | 1 | |
| 30 | 1 | |
| 34 | 2 |
| Value | Count | Frequency (%) |
| 986 | 1 | |
| 939 | 1 | |
| 937 | 1 | |
| 868 | 1 | |
| 772 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 107 |
| Missing (%) | 2.3% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 107 |
| Value | Count | Frequency (%) |
| False | 3128 | |
| True | 1327 | |
| (Missing) | 107 | 2.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3851 |
| Missing (%) | 84.4% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 31 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 680 | 14.9% |
| True | 31 | 0.7% |
| (Missing) | 3851 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3852 |
| Missing (%) | 84.4% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 73 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 637 | 14.0% |
| True | 73 | 1.6% |
| (Missing) | 3852 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 78 |
| Missing (%) | 1.7% |
| Memory size | 35.8 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.01338091 |
| Min length | 4 |
Characters and Unicode
| Total characters | 22480 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
| Value | Count | Frequency (%) |
| Female | 2272 | |
| Male | 2212 | |
| (Missing) | 78 | 1.7% |
| Value | Count | Frequency (%) |
| female | 2272 | |
| male | 2212 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6756 | |
| a | 4484 | |
| l | 4484 | |
| F | 2272 | 10.1% |
| m | 2272 | 10.1% |
| M | 2212 | 9.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 17996 | |
| Uppercase Letter | 4484 | 19.9% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 6756 | |
| a | 4484 | |
| l | 4484 | |
| m | 2272 | 12.6% |
| Value | Count | Frequency (%) |
| F | 2272 | |
| M | 2212 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22480 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 6756 | |
| a | 4484 | |
| l | 4484 | |
| F | 2272 | 10.1% |
| m | 2272 | 10.1% |
| M | 2212 | 9.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22480 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 6756 | |
| a | 4484 | |
| l | 4484 | |
| F | 2272 | 10.1% |
| m | 2272 | 10.1% |
| M | 2212 | 9.8% |
| Distinct | 459 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 551 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.43557716 |
|---|---|
| Minimum | 15.1 |
| Maximum | 67.90000153 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 15.1 |
|---|---|
| 5-th percentile | 31.5 |
| Q1 | 38 |
| median | 41.40000153 |
| Q3 | 45 |
| 95-th percentile | 51 |
| Maximum | 67.90000153 |
| Range | 52.80000153 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.009680421 |
|---|---|
| Coefficient of variation (CV) | 0.1450367253 |
| Kurtosis | 1.409417247 |
| Mean | 41.43557716 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | -0.1119346583 |
| Sum | 166198.1 |
| Variance | 36.11625876 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 51 | 1.1% |
| 42 | 48 | 1.1% |
| 40.5 | 44 | 1.0% |
| 42.5 | 40 | 0.9% |
| 41 | 38 | 0.8% |
| 45 | 38 | 0.8% |
| 40 | 38 | 0.8% |
| 44.09999847 | 34 | 0.7% |
| 39.20000076 | 34 | 0.7% |
| 40.20000076 | 33 | 0.7% |
| Other values (449) | 3613 | |
| (Missing) | 551 | 12.1% |
| Value | Count | Frequency (%) |
| 15.1 | 1 | |
| 15.5 | 1 | |
| 15.89999962 | 1 | |
| 16 | 1 | |
| 19.05000019 | 1 |
| Value | Count | Frequency (%) |
| 67.90000153 | 1 | |
| 67 | 1 | |
| 65 | 1 | |
| 64 | 2 | |
| 63.5 | 1 |
| Distinct | 179 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 764 |
| Missing (%) | 16.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.24827277 |
|---|---|
| Minimum | 4.199999809 |
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 4.199999809 |
|---|---|
| 5-th percentile | 10.69999981 |
| Q1 | 13 |
| median | 14.19999981 |
| Q3 | 15.60000038 |
| 95-th percentile | 17.70000076 |
| Maximum | 23 |
| Range | 18.80000019 |
| Interquartile range (IQR) | 2.600000381 |
Descriptive statistics
| Standard deviation | 2.149234169 |
|---|---|
| Coefficient of variation (CV) | 0.1508417338 |
| Kurtosis | 1.220488943 |
| Mean | 14.24827277 |
| Median Absolute Deviation (MAD) | 1.300000191 |
| Skewness | -0.07360177553 |
| Sum | 54114.93998 |
| Variance | 4.619207513 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.39999962 | 90 | 2.0% |
| 13.5 | 87 | 1.9% |
| 14 | 84 | 1.8% |
| 13.80000019 | 82 | 1.8% |
| 14.10000038 | 82 | 1.8% |
| 13.89999962 | 81 | 1.8% |
| 15.10000038 | 79 | 1.7% |
| 13.19999981 | 79 | 1.7% |
| 14.19999981 | 79 | 1.7% |
| 12.89999962 | 76 | 1.7% |
| Other values (169) | 2979 | |
| (Missing) | 764 | 16.7% |
| Value | Count | Frequency (%) |
| 4.199999809 | 1 | |
| 5 | 1 | |
| 5.099999905 | 1 | |
| 5.599999905 | 1 | |
| 6.300000191 | 1 |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 22.39999962 | 2 | |
| 22.29999924 | 1 | < 0.1% |
| 22.20000076 | 1 | < 0.1% |
| 21.70000076 | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3865 |
| Missing (%) | 84.7% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | 74 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 623 | 13.7% |
| False | 74 | 1.6% |
| (Missing) | 3865 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3855 |
| Missing (%) | 84.5% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | 27 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 680 | 14.9% |
| False | 27 | 0.6% |
| (Missing) | 3855 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 575 |
| Missing (%) | 12.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 159.708929 |
|---|---|
| Minimum | 72 |
| Maximum | 182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 72 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 155 |
| median | 160 |
| Q3 | 165 |
| 95-th percentile | 172 |
| Maximum | 182 |
| Range | 110 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.692583616 |
|---|---|
| Coefficient of variation (CV) | 0.06068905274 |
| Kurtosis | 15.31480375 |
| Mean | 159.708929 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -2.428477975 |
| Sum | 636759.5 |
| Variance | 93.94617715 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 345 | 7.6% |
| 158 | 322 | 7.1% |
| 165 | 316 | 6.9% |
| 155 | 306 | 6.7% |
| 170 | 262 | 5.7% |
| 150 | 211 | 4.6% |
| 153 | 207 | 4.5% |
| 168 | 175 | 3.8% |
| 152 | 163 | 3.6% |
| 162 | 162 | 3.6% |
| Other values (37) | 1518 | |
| (Missing) | 575 | 12.6% |
| Value | Count | Frequency (%) |
| 72 | 5 | 0.1% |
| 98 | 7 | |
| 105.5 | 5 | 0.1% |
| 106 | 5 | 0.1% |
| 108 | 13 |
| Value | Count | Frequency (%) |
| 182 | 5 | 0.1% |
| 179 | 6 | 0.1% |
| 177 | 9 | 0.2% |
| 176 | 10 | 0.2% |
| 175 | 106 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3852 |
| Missing (%) | 84.4% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 45 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 665 | 14.6% |
| True | 45 | 1.0% |
| (Missing) | 3852 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3851 |
| Missing (%) | 84.4% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 15 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 696 | 15.3% |
| True | 15 | 0.3% |
| (Missing) | 3851 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3852 |
| Missing (%) | 84.4% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 1 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 709 | 15.5% |
| True | 1 | < 0.1% |
| (Missing) | 3852 |
| Distinct | 1218 |
|---|---|
| Distinct (%) | 83.9% |
| Missing | 3110 |
| Missing (%) | 68.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.95542011 |
|---|---|
| Minimum | -0.02 |
| Maximum | 77.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | -0.02 |
|---|---|
| 5-th percentile | 0.8555 |
| Q1 | 7.5425 |
| median | 35.655 |
| Q3 | 43.2375 |
| 95-th percentile | 53.788 |
| Maximum | 77.95 |
| Range | 77.97 |
| Interquartile range (IQR) | 35.695 |
Descriptive statistics
| Standard deviation | 18.61978689 |
|---|---|
| Coefficient of variation (CV) | 0.6430501377 |
| Kurtosis | -1.252865447 |
| Mean | 28.95542011 |
| Median Absolute Deviation (MAD) | 11.985 |
| Skewness | -0.2696457005 |
| Sum | 42043.27 |
| Variance | 346.6964637 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.54 | 5 | 0.1% |
| 2.59 | 5 | 0.1% |
| 41.23 | 4 | 0.1% |
| 0.96 | 4 | 0.1% |
| 1.21 | 4 | 0.1% |
| 40.36 | 4 | 0.1% |
| 0.04 | 4 | 0.1% |
| 0.43 | 4 | 0.1% |
| 6.32 | 3 | 0.1% |
| 1.3 | 3 | 0.1% |
| Other values (1208) | 1412 | |
| (Missing) | 3110 |
| Value | Count | Frequency (%) |
| -0.02 | 1 | < 0.1% |
| -0.01 | 2 | |
| 0.01 | 1 | < 0.1% |
| 0.04 | 4 | |
| 0.05 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 77.95 | 1 | |
| 71.27 | 1 | |
| 70.88 | 1 | |
| 69.94 | 1 | |
| 69.36 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 3110 |
| Missing (%) | 68.2% |
| Memory size | 35.8 KiB |
| Positive | |
|---|---|
| Negative | |
| Equivocal | 46 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.031680441 |
| Min length | 8 |
Characters and Unicode
| Total characters | 11662 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Positive |
|---|---|
| 2nd row | Positive |
| 3rd row | Positive |
| 4th row | Positive |
| 5th row | Positive |
| Value | Count | Frequency (%) |
| Positive | 1033 | 22.6% |
| Negative | 373 | 8.2% |
| Equivocal | 46 | 1.0% |
| (Missing) | 3110 |
| Value | Count | Frequency (%) |
| positive | 1033 | |
| negative | 373 | 25.7% |
| equivocal | 46 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 2485 | |
| e | 1779 | |
| v | 1452 | |
| t | 1406 | |
| o | 1079 | |
| P | 1033 | |
| s | 1033 | |
| a | 419 | 3.6% |
| N | 373 | 3.2% |
| g | 373 | 3.2% |
| Other values (5) | 230 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10210 | |
| Uppercase Letter | 1452 | 12.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 2485 | |
| e | 1779 | |
| v | 1452 | |
| t | 1406 | |
| o | 1079 | |
| s | 1033 | |
| a | 419 | 4.1% |
| g | 373 | 3.7% |
| q | 46 | 0.5% |
| u | 46 | 0.5% |
| Other values (2) | 92 | 0.9% |
| Value | Count | Frequency (%) |
| P | 1033 | |
| N | 373 | 25.7% |
| E | 46 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11662 |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 2485 | |
| e | 1779 | |
| v | 1452 | |
| t | 1406 | |
| o | 1079 | |
| P | 1033 | |
| s | 1033 | |
| a | 419 | 3.6% |
| N | 373 | 3.2% |
| g | 373 | 3.2% |
| Other values (5) | 230 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11662 |
Most frequent character per block
| Value | Count | Frequency (%) |
| i | 2485 | |
| e | 1779 | |
| v | 1452 | |
| t | 1406 | |
| o | 1079 | |
| P | 1033 | |
| s | 1033 | |
| a | 419 | 3.6% |
| N | 373 | 3.2% |
| g | 373 | 3.2% |
| Other values (5) | 230 | 2.0% |
| Distinct | 1275 |
|---|---|
| Distinct (%) | 87.8% |
| Missing | 3110 |
| Missing (%) | 68.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.24436295 |
|---|---|
| Minimum | 0.03 |
| Maximum | 79.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 1.5855 |
| Q1 | 8.8375 |
| median | 24.87 |
| Q3 | 40.7525 |
| 95-th percentile | 58.6945 |
| Maximum | 79.35 |
| Range | 79.32 |
| Interquartile range (IQR) | 31.915 |
Descriptive statistics
| Standard deviation | 18.87835463 |
|---|---|
| Coefficient of variation (CV) | 0.7193298869 |
| Kurtosis | -0.8350676892 |
| Mean | 26.24436295 |
| Median Absolute Deviation (MAD) | 15.97 |
| Skewness | 0.363581754 |
| Sum | 38106.815 |
| Variance | 356.3922736 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.99 | 4 | 0.1% |
| 2.21 | 4 | 0.1% |
| 1.6 | 4 | 0.1% |
| 9.23 | 4 | 0.1% |
| 1.59 | 3 | 0.1% |
| 1.56 | 3 | 0.1% |
| 1.77 | 3 | 0.1% |
| 1.79 | 3 | 0.1% |
| 12.72 | 3 | 0.1% |
| 1.03 | 3 | 0.1% |
| Other values (1265) | 1418 | |
| (Missing) | 3110 |
| Value | Count | Frequency (%) |
| 0.03 | 1 | |
| 0.05 | 1 | |
| 0.07 | 1 | |
| 0.08 | 1 | |
| 0.1 | 1 |
| Value | Count | Frequency (%) |
| 79.35 | 1 | |
| 78.41 | 1 | |
| 77.27 | 1 | |
| 76.89 | 1 | |
| 75.81 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3110 |
| Missing (%) | 68.2% |
| Memory size | 35.8 KiB |
| Positive | |
|---|---|
| Negative | |
| Equivocal | 81 |
| Equivocal,Positive | 3 |
Length
| Max length | 18 |
|---|---|
| Median length | 8 |
| Mean length | 8.076446281 |
| Min length | 8 |
Characters and Unicode
| Total characters | 11727 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Positive |
|---|---|
| 2nd row | Positive |
| 3rd row | Positive |
| 4th row | Positive |
| 5th row | Positive |
| Value | Count | Frequency (%) |
| Positive | 1022 | 22.4% |
| Negative | 346 | 7.6% |
| Equivocal | 81 | 1.8% |
| Equivocal,Positive | 3 | 0.1% |
| (Missing) | 3110 |
| Value | Count | Frequency (%) |
| positive | 1022 | |
| negative | 346 | 23.8% |
| equivocal | 81 | 5.6% |
| equivocal,positive | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 2480 | |
| e | 1717 | |
| v | 1455 | |
| t | 1371 | |
| o | 1109 | |
| P | 1025 | |
| s | 1025 | |
| a | 430 | 3.7% |
| N | 346 | 3.0% |
| g | 346 | 3.0% |
| Other values (6) | 423 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10269 | |
| Uppercase Letter | 1455 | 12.4% |
| Other Punctuation | 3 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 2480 | |
| e | 1717 | |
| v | 1455 | |
| t | 1371 | |
| o | 1109 | |
| s | 1025 | |
| a | 430 | 4.2% |
| g | 346 | 3.4% |
| q | 84 | 0.8% |
| u | 84 | 0.8% |
| Other values (2) | 168 | 1.6% |
| Value | Count | Frequency (%) |
| P | 1025 | |
| N | 346 | 23.8% |
| E | 84 | 5.8% |
| Value | Count | Frequency (%) |
| , | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11724 | |
| Common | 3 | < 0.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 2480 | |
| e | 1717 | |
| v | 1455 | |
| t | 1371 | |
| o | 1109 | |
| P | 1025 | |
| s | 1025 | |
| a | 430 | 3.7% |
| N | 346 | 3.0% |
| g | 346 | 3.0% |
| Other values (5) | 420 | 3.6% |
| Value | Count | Frequency (%) |
| , | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11727 |
Most frequent character per block
| Value | Count | Frequency (%) |
| i | 2480 | |
| e | 1717 | |
| v | 1455 | |
| t | 1371 | |
| o | 1109 | |
| P | 1025 | |
| s | 1025 | |
| a | 430 | 3.7% |
| N | 346 | 3.0% |
| g | 346 | 3.0% |
| Other values (6) | 423 | 3.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 88 |
| Missing (%) | 1.9% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 154 |
| (Missing) | 88 |
| Value | Count | Frequency (%) |
| False | 4320 | |
| True | 154 | 3.4% |
| (Missing) | 88 | 1.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3878 |
| Missing (%) | 85.0% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 157 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 527 | 11.6% |
| True | 157 | 3.4% |
| (Missing) | 3878 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 3859 |
| Missing (%) | 84.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4829302987 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 487 |
| Zeros (%) | 10.7% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8352927081 |
|---|---|
| Coefficient of variation (CV) | 1.729634091 |
| Kurtosis | 3.044201769 |
| Mean | 0.4829302987 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.809830304 |
| Sum | 339.5 |
| Variance | 0.6977139082 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 487 | 10.7% |
| 1 | 119 | 2.6% |
| 2 | 71 | 1.6% |
| 3 | 19 | 0.4% |
| 1.5 | 3 | 0.1% |
| 4 | 3 | 0.1% |
| 5 | 1 | < 0.1% |
| (Missing) | 3859 |
| Value | Count | Frequency (%) |
| 0 | 487 | |
| 1 | 119 | 2.6% |
| 1.5 | 3 | 0.1% |
| 2 | 71 | 1.6% |
| 3 | 19 | 0.4% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 3 | 0.1% |
| 3 | 19 | 0.4% |
| 2 | 71 | |
| 1.5 | 3 | 0.1% |
| Distinct | 627 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 724 |
| Missing (%) | 15.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.88203491 |
|---|---|
| Minimum | 3.200000048 |
| Maximum | 87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 3.200000048 |
|---|---|
| 5-th percentile | 13.80000019 |
| Q1 | 28 |
| median | 38.79999924 |
| Q3 | 50 |
| 95-th percentile | 63 |
| Maximum | 87 |
| Range | 83.79999995 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 14.95920645 |
|---|---|
| Coefficient of variation (CV) | 0.3847331159 |
| Kurtosis | -0.5475444748 |
| Mean | 38.88203491 |
| Median Absolute Deviation (MAD) | 10.95000076 |
| Skewness | 0.05246361036 |
| Sum | 149229.25 |
| Variance | 223.7778575 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 50 | 1.1% |
| 50 | 50 | 1.1% |
| 55 | 44 | 1.0% |
| 59 | 43 | 0.9% |
| 57 | 42 | 0.9% |
| 54 | 42 | 0.9% |
| 56 | 40 | 0.9% |
| 58 | 40 | 0.9% |
| 45 | 40 | 0.9% |
| 49 | 35 | 0.8% |
| Other values (617) | 3412 | |
| (Missing) | 724 | 15.9% |
| Value | Count | Frequency (%) |
| 3.200000048 | 1 | |
| 3.299999952 | 1 | |
| 4 | 1 | |
| 4.28000021 | 1 | |
| 4.400000095 | 1 |
| Value | Count | Frequency (%) |
| 87 | 1 | |
| 85.80000305 | 1 | |
| 84.69999695 | 1 | |
| 83.30000305 | 1 | |
| 81.40000153 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3852 |
| Missing (%) | 84.4% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 84 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 626 | 13.7% |
| True | 84 | 1.8% |
| (Missing) | 3852 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3878 |
| Missing (%) | 85.0% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | 260 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 424 | 9.3% |
| False | 260 | 5.7% |
| (Missing) | 3878 |
| Distinct | 740 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 724 |
| Missing (%) | 15.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.42040646 |
|---|---|
| Minimum | 5 |
| Maximum | 91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 30.39999962 |
| median | 41.40000153 |
| Q3 | 55 |
| 95-th percentile | 73.11499825 |
| Maximum | 91 |
| Range | 86 |
| Interquartile range (IQR) | 24.60000038 |
Descriptive statistics
| Standard deviation | 16.58467935 |
|---|---|
| Coefficient of variation (CV) | 0.3819558752 |
| Kurtosis | -0.4956411866 |
| Mean | 43.42040646 |
| Median Absolute Deviation (MAD) | 11.59999847 |
| Skewness | 0.3638800648 |
| Sum | 166647.52 |
| Variance | 275.0515891 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 103 | 2.3% |
| 35 | 84 | 1.8% |
| 40 | 68 | 1.5% |
| 25 | 54 | 1.2% |
| 45 | 49 | 1.1% |
| 32 | 48 | 1.1% |
| 20 | 43 | 0.9% |
| 36 | 37 | 0.8% |
| 38 | 36 | 0.8% |
| 28 | 35 | 0.8% |
| Other values (730) | 3281 | |
| (Missing) | 724 | 15.9% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 6.5 | 1 | < 0.1% |
| 8 | 3 | |
| 8.100000381 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 91 | 1 | |
| 89.9 | 1 | |
| 89.80000305 | 1 | |
| 89.5 | 1 | |
| 88.90000153 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3852 |
| Missing (%) | 84.4% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 16 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 694 | 15.2% |
| True | 16 | 0.4% |
| (Missing) | 3852 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 101 |
| Missing (%) | 2.2% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 101 |
| Value | Count | Frequency (%) |
| True | 2852 | |
| False | 1609 | |
| (Missing) | 101 | 2.2% |
| Distinct | 43 |
|---|---|
| Distinct (%) | 42.2% |
| Missing | 4460 |
| Missing (%) | 97.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.51960784 |
|---|---|
| Minimum | 12 |
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 32 |
| median | 38.5 |
| Q3 | 47.5 |
| 95-th percentile | 71.7 |
| Maximum | 96 |
| Range | 84 |
| Interquartile range (IQR) | 15.5 |
Descriptive statistics
| Standard deviation | 15.9390736 |
|---|---|
| Coefficient of variation (CV) | 0.3933669265 |
| Kurtosis | 2.54933476 |
| Mean | 40.51960784 |
| Median Absolute Deviation (MAD) | 8.5 |
| Skewness | 1.334049694 |
| Sum | 4133 |
| Variance | 254.0540672 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 48 | 8 | 0.2% |
| 44 | 7 | 0.2% |
| 38 | 6 | 0.1% |
| 32 | 6 | 0.1% |
| 24 | 5 | 0.1% |
| 36 | 5 | 0.1% |
| 40 | 5 | 0.1% |
| 39 | 4 | 0.1% |
| 34 | 4 | 0.1% |
| 22 | 3 | 0.1% |
| Other values (33) | 49 | 1.1% |
| (Missing) | 4460 |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 3 | |
| 21 | 3 | |
| 22 | 3 |
| Value | Count | Frequency (%) |
| 96 | 1 | |
| 94 | 1 | |
| 88 | 1 | |
| 87 | 1 | |
| 77 | 1 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 43.1% |
| Missing | 4460 |
| Missing (%) | 97.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4402.745098 |
|---|---|
| Minimum | 1500 |
| Maximum | 12225 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 1500 |
|---|---|
| 5-th percentile | 2758.5 |
| Q1 | 3500 |
| median | 4150 |
| Q3 | 5000 |
| 95-th percentile | 7380 |
| Maximum | 12225 |
| Range | 10725 |
| Interquartile range (IQR) | 1500 |
Descriptive statistics
| Standard deviation | 1654.183958 |
|---|---|
| Coefficient of variation (CV) | 0.3757164954 |
| Kurtosis | 5.810179299 |
| Mean | 4402.745098 |
| Median Absolute Deviation (MAD) | 740 |
| Skewness | 1.955584861 |
| Sum | 449080 |
| Variance | 2736324.568 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 3500 | 13 | 0.3% |
| 4500 | 11 | 0.2% |
| 3000 | 8 | 0.2% |
| 3750 | 5 | 0.1% |
| 5000 | 5 | 0.1% |
| 4000 | 4 | 0.1% |
| 4250 | 4 | 0.1% |
| 3800 | 3 | 0.1% |
| 3250 | 3 | 0.1% |
| 5500 | 3 | 0.1% |
| Other values (34) | 43 | 0.9% |
| (Missing) | 4460 |
| Value | Count | Frequency (%) |
| 1500 | 1 | |
| 1700 | 1 | |
| 2000 | 1 | |
| 2500 | 2 | |
| 2750 | 1 |
| Value | Count | Frequency (%) |
| 12225 | 1 | |
| 10050 | 1 | |
| 9000 | 1 | |
| 8900 | 1 | |
| 8350 | 1 |
| Distinct | 206 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 4355 |
| Missing (%) | 95.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 303679058.4 |
|---|---|
| Minimum | 355 |
| Maximum | 1.64574 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 355 |
|---|---|
| 5-th percentile | 4710.25 |
| Q1 | 110528.8 |
| median | 2048750 |
| Q3 | 33838020 |
| 95-th percentile | 1080747200 |
| Maximum | 1.64574 × 1010 |
| Range | 1.645739964 × 1010 |
| Interquartile range (IQR) | 33727491.2 |
Descriptive statistics
| Standard deviation | 1430339850 |
|---|---|
| Coefficient of variation (CV) | 4.710037817 |
| Kurtosis | 84.91422685 |
| Mean | 303679058.4 |
| Median Absolute Deviation (MAD) | 2044052.5 |
| Skewness | 8.44514837 |
| Sum | 6.28615651 × 1010 |
| Variance | 2.045872085 × 1018 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 862564000 | 2 | < 0.1% |
| 8566250 | 1 | < 0.1% |
| 104943800 | 1 | < 0.1% |
| 202000 | 1 | < 0.1% |
| 197399600 | 1 | < 0.1% |
| 442253.6 | 1 | < 0.1% |
| 2927990000 | 1 | < 0.1% |
| 397653600 | 1 | < 0.1% |
| 828222000 | 1 | < 0.1% |
| 48792.4 | 1 | < 0.1% |
| Other values (196) | 196 | 4.3% |
| (Missing) | 4355 |
| Value | Count | Frequency (%) |
| 355 | 1 | |
| 389 | 1 | |
| 756 | 1 | |
| 1199.74 | 1 | |
| 1570 | 1 |
| Value | Count | Frequency (%) |
| 1.64574 × 1010 | 1 | |
| 8393720000 | 1 | |
| 5253880000 | 1 | |
| 5093320000 | 1 | |
| 2927990000 | 1 |
| Distinct | 204 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 4355 |
| Missing (%) | 95.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 679717.4301 |
|---|---|
| Minimum | 0.7961 |
| Maximum | 36900000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 0.7961 |
|---|---|
| 5-th percentile | 5.417 |
| Q1 | 156.45 |
| median | 4361 |
| Q3 | 70350 |
| 95-th percentile | 2427000 |
| Maximum | 36900000 |
| Range | 36899999.2 |
| Interquartile range (IQR) | 70193.55 |
Descriptive statistics
| Standard deviation | 3206791.587 |
|---|---|
| Coefficient of variation (CV) | 4.717830447 |
| Kurtosis | 84.93235827 |
| Mean | 679717.4301 |
| Median Absolute Deviation (MAD) | 4351.699 |
| Skewness | 8.445427154 |
| Sum | 140701508 |
| Variance | 1.028351228 × 1013 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1930000 | 2 | < 0.1% |
| 109.4 | 2 | < 0.1% |
| 26800 | 2 | < 0.1% |
| 5035 | 1 | < 0.1% |
| 2520000 | 1 | < 0.1% |
| 20.11 | 1 | < 0.1% |
| 303000 | 1 | < 0.1% |
| 7926 | 1 | < 0.1% |
| 1970 | 1 | < 0.1% |
| 13.2 | 1 | < 0.1% |
| Other values (194) | 194 | 4.3% |
| (Missing) | 4355 |
| Value | Count | Frequency (%) |
| 0.7961 | 1 | |
| 0.8721 | 1 | |
| 1.696 | 1 | |
| 2.69 | 1 | |
| 3.061 | 1 |
| Value | Count | Frequency (%) |
| 36900000 | 1 | |
| 18800000 | 1 | |
| 11800000 | 1 | |
| 11400000 | 1 | |
| 6570000 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 88 |
| Missing (%) | 1.9% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 88 |
| Value | Count | Frequency (%) |
| True | 3358 | |
| False | 1116 | 24.5% |
| (Missing) | 88 | 1.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 88 |
| Missing (%) | 1.9% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 88 |
| Value | Count | Frequency (%) |
| False | 3919 | |
| True | 555 | 12.2% |
| (Missing) | 88 | 1.9% |
| Distinct | 492 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 556 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.5821518 |
|---|---|
| Minimum | 1 |
| Maximum | 1170 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 38 |
| median | 76 |
| Q3 | 141 |
| 95-th percentile | 307.75 |
| Maximum | 1170 |
| Range | 1169 |
| Interquartile range (IQR) | 103 |
Descriptive statistics
| Standard deviation | 98.18061754 |
|---|---|
| Coefficient of variation (CV) | 0.9211731599 |
| Kurtosis | 7.45535114 |
| Mean | 106.5821518 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | 2.083230776 |
| Sum | 426968.1 |
| Variance | 9639.433661 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 49 | 1.1% |
| 18 | 46 | 1.0% |
| 19 | 43 | 0.9% |
| 27 | 43 | 0.9% |
| 17 | 39 | 0.9% |
| 24 | 39 | 0.9% |
| 45 | 39 | 0.9% |
| 57 | 37 | 0.8% |
| 31 | 37 | 0.8% |
| 32 | 36 | 0.8% |
| Other values (482) | 3598 | |
| (Missing) | 556 | 12.2% |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 4 | |
| 4 | 6 | |
| 5 | 4 |
| Value | Count | Frequency (%) |
| 1170 | 1 | |
| 744 | 1 | |
| 722 | 1 | |
| 677 | 1 | |
| 672 | 1 |
| Distinct | 34 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 3884 |
| Missing (%) | 85.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.5619469 |
|---|---|
| Minimum | 60 |
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 80 |
| median | 90 |
| Q3 | 100 |
| 95-th percentile | 115 |
| Maximum | 150 |
| Range | 90 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 12.32073214 |
|---|---|
| Coefficient of variation (CV) | 0.1360475626 |
| Kurtosis | 2.252381022 |
| Mean | 90.5619469 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.9860570607 |
| Sum | 61401 |
| Variance | 151.8004405 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 172 | 3.8% |
| 90 | 138 | 3.0% |
| 100 | 113 | 2.5% |
| 85 | 75 | 1.6% |
| 110 | 25 | 0.5% |
| 95 | 24 | 0.5% |
| 120 | 21 | 0.5% |
| 88 | 14 | 0.3% |
| 96 | 11 | 0.2% |
| 70 | 11 | 0.2% |
| Other values (24) | 74 | 1.6% |
| (Missing) | 3884 |
| Value | Count | Frequency (%) |
| 60 | 9 | |
| 65 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 70 | 11 | |
| 72 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 150 | 1 | < 0.1% |
| 140 | 4 | 0.1% |
| 130 | 3 | 0.1% |
| 125 | 1 | < 0.1% |
| 120 | 21 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3868 |
| Missing (%) | 84.8% |
| Memory size | 35.8 KiB |
| True | |
|---|---|
| False | 55 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 639 | 14.0% |
| False | 55 | 1.2% |
| (Missing) | 3868 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3870 |
| Missing (%) | 84.8% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 70 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 622 | 13.6% |
| True | 70 | 1.5% |
| (Missing) | 3870 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 3909 |
| Missing (%) | 85.7% |
| Memory size | 35.8 KiB |
| <LOD | |
|---|---|
| DENV-1 | |
| DENV-2 | |
| DENV-3 | 30 |
| DENV-4 | 4 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.633996937 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3026 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DENV-1 |
|---|---|
| 2nd row | DENV-1 |
| 3rd row | <LOD |
| 4th row | <LOD |
| 5th row | <LOD |
| Value | Count | Frequency (%) |
| <LOD | 446 | 9.8% |
| DENV-1 | 108 | 2.4% |
| DENV-2 | 65 | 1.4% |
| DENV-3 | 30 | 0.7% |
| DENV-4 | 4 | 0.1% |
| (Missing) | 3909 |
| Value | Count | Frequency (%) |
| lod | 446 | |
| denv-1 | 108 | 16.5% |
| denv-2 | 65 | 10.0% |
| denv-3 | 30 | 4.6% |
| denv-4 | 4 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 653 | |
| < | 446 | |
| L | 446 | |
| O | 446 | |
| E | 207 | 6.8% |
| N | 207 | 6.8% |
| V | 207 | 6.8% |
| - | 207 | 6.8% |
| 1 | 108 | 3.6% |
| 2 | 65 | 2.1% |
| Other values (2) | 34 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2166 | |
| Math Symbol | 446 | 14.7% |
| Dash Punctuation | 207 | 6.8% |
| Decimal Number | 207 | 6.8% |
Most frequent character per category
| Value | Count | Frequency (%) |
| D | 653 | |
| L | 446 | |
| O | 446 | |
| E | 207 | 9.6% |
| N | 207 | 9.6% |
| V | 207 | 9.6% |
| Value | Count | Frequency (%) |
| 1 | 108 | |
| 2 | 65 | |
| 3 | 30 | 14.5% |
| 4 | 4 | 1.9% |
| Value | Count | Frequency (%) |
| - | 207 |
| Value | Count | Frequency (%) |
| < | 446 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2166 | |
| Common | 860 | 28.4% |
Most frequent character per script
| Value | Count | Frequency (%) |
| D | 653 | |
| L | 446 | |
| O | 446 | |
| E | 207 | 9.6% |
| N | 207 | 9.6% |
| V | 207 | 9.6% |
| Value | Count | Frequency (%) |
| < | 446 | |
| - | 207 | |
| 1 | 108 | 12.6% |
| 2 | 65 | 7.6% |
| 3 | 30 | 3.5% |
| 4 | 4 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3026 |
Most frequent character per block
| Value | Count | Frequency (%) |
| D | 653 | |
| < | 446 | |
| L | 446 | |
| O | 446 | |
| E | 207 | 6.8% |
| N | 207 | 6.8% |
| V | 207 | 6.8% |
| - | 207 | 6.8% |
| 1 | 108 | 3.6% |
| 2 | 65 | 2.1% |
| Other values (2) | 34 | 1.1% |
shock
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 3826 | |
| True | 736 | 16.1% |
shock_multiple
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.6 KiB |
| False | |
|---|---|
| True | 228 |
| Value | Count | Frequency (%) |
| False | 4334 | |
| True | 228 | 5.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 102 |
| Missing (%) | 2.2% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 102 |
| Value | Count | Frequency (%) |
| False | 3900 | |
| True | 560 | 12.3% |
| (Missing) | 102 | 2.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3873 |
| Missing (%) | 84.9% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | 137 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 552 | 12.1% |
| True | 137 | 3.0% |
| (Missing) | 3873 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 102 |
| Missing (%) | 2.2% |
| Memory size | 35.8 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 102 |
| Value | Count | Frequency (%) |
| False | 3150 | |
| True | 1310 | |
| (Missing) | 102 | 2.2% |
| Distinct | 421 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 711 |
| Missing (%) | 15.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.244811737 |
|---|---|
| Minimum | 0.6999999881 |
| Maximum | 49.20000076 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 0.6999999881 |
|---|---|
| 5-th percentile | 1.700000048 |
| Q1 | 3.200000048 |
| median | 4.699999809 |
| Q3 | 6.450000048 |
| 95-th percentile | 10.5 |
| Maximum | 49.20000076 |
| Range | 48.50000077 |
| Interquartile range (IQR) | 3.25 |
Descriptive statistics
| Standard deviation | 3.230666296 |
|---|---|
| Coefficient of variation (CV) | 0.615973739 |
| Kurtosis | 28.29962628 |
| Mean | 5.244811737 |
| Median Absolute Deviation (MAD) | 1.600000381 |
| Skewness | 3.453931436 |
| Sum | 20197.77 |
| Variance | 10.43720472 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 92 | 2.0% |
| 4.300000191 | 77 | 1.7% |
| 4.099999905 | 73 | 1.6% |
| 5 | 71 | 1.6% |
| 4.199999809 | 70 | 1.5% |
| 4.699999809 | 69 | 1.5% |
| 2.599999905 | 68 | 1.5% |
| 2.799999952 | 66 | 1.4% |
| 4.900000095 | 65 | 1.4% |
| 2.5 | 62 | 1.4% |
| Other values (411) | 3138 | |
| (Missing) | 711 | 15.6% |
| Value | Count | Frequency (%) |
| 0.6999999881 | 1 | < 0.1% |
| 0.8999999762 | 4 | 0.1% |
| 1 | 11 | |
| 1.100000024 | 8 | |
| 1.200000048 | 16 |
| Value | Count | Frequency (%) |
| 49.20000076 | 1 | |
| 47.40000153 | 1 | |
| 40.5 | 1 | |
| 37.20000076 | 1 | |
| 32 | 1 |
| Distinct | 59 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 182 |
| Missing (%) | 4.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.03995434 |
|---|---|
| Minimum | 30 |
| Maximum | 104 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 39 |
| Q1 | 45 |
| median | 50 |
| Q3 | 55 |
| 95-th percentile | 70 |
| Maximum | 104 |
| Range | 74 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.995694529 |
|---|---|
| Coefficient of variation (CV) | 0.1958405852 |
| Kurtosis | 2.536921937 |
| Mean | 51.03995434 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.27942282 |
| Sum | 223555 |
| Variance | 99.91390911 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 45 | 394 | 8.6% |
| 50 | 393 | 8.6% |
| 52 | 271 | 5.9% |
| 40 | 230 | 5.0% |
| 43 | 199 | 4.4% |
| 55 | 190 | 4.2% |
| 46 | 184 | 4.0% |
| 42 | 183 | 4.0% |
| 48 | 180 | 3.9% |
| 47 | 157 | 3.4% |
| Other values (49) | 1999 | |
| (Missing) | 182 | 4.0% |
| Value | Count | Frequency (%) |
| 30 | 7 | 0.2% |
| 32 | 5 | 0.1% |
| 33 | 8 | 0.2% |
| 33.5 | 7 | 0.2% |
| 35 | 27 |
| Value | Count | Frequency (%) |
| 104 | 7 | 0.2% |
| 98 | 5 | 0.1% |
| 86 | 6 | 0.1% |
| 85 | 23 | |
| 83 | 8 | 0.2% |
| Distinct | 89 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.581543183 |
|---|---|
| Minimum | -361 |
| Maximum | 734 |
| Zeros | 740 |
| Zeros (%) | 16.2% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | -361 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 18 |
| Maximum | 734 |
| Range | 1095 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 25.39602645 |
|---|---|
| Coefficient of variation (CV) | 5.543116247 |
| Kurtosis | 303.3916522 |
| Mean | 4.581543183 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 14.21108611 |
| Sum | 20901 |
| Variance | 644.9581596 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 740 | |
| 1 | 698 | |
| 2 | 684 | |
| 3 | 594 | |
| 4 | 443 | |
| -1 | 403 | |
| 5 | 241 | 5.3% |
| 6 | 136 | 3.0% |
| -2 | 89 | 2.0% |
| 7 | 62 | 1.4% |
| Other values (79) | 472 |
| Value | Count | Frequency (%) |
| -361 | 1 | |
| -214 | 1 | |
| -12 | 1 | |
| -10 | 1 | |
| -9 | 1 |
| Value | Count | Frequency (%) |
| 734 | 1 | |
| 535 | 1 | |
| 441 | 1 | |
| 372 | 1 | |
| 371 | 1 |
| Distinct | 95 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.931389741 |
|---|---|
| Minimum | -367 |
| Maximum | 734 |
| Zeros | 740 |
| Zeros (%) | 16.2% |
| Memory size | 35.8 KiB |
Quantile statistics
| Minimum | -367 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 18 |
| Maximum | 734 |
| Range | 1101 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 28.0486529 |
|---|---|
| Coefficient of variation (CV) | 5.687778571 |
| Kurtosis | 227.7672153 |
| Mean | 4.931389741 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 6.838666571 |
| Sum | 22497 |
| Variance | 786.7269294 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 740 | |
| 1 | 698 | |
| 2 | 688 | |
| 3 | 652 | |
| 4 | 561 | |
| 5 | 358 | |
| 6 | 207 | 4.5% |
| 7 | 108 | 2.4% |
| 8 | 58 | 1.3% |
| 18 | 46 | 1.0% |
| Other values (85) | 446 |
| Value | Count | Frequency (%) |
| -367 | 1 | |
| -365 | 1 | |
| -364 | 1 | |
| -363 | 1 | |
| -362 | 1 |
| Value | Count | Frequency (%) |
| 734 | 1 | |
| 536 | 1 | |
| 441 | 1 | |
| 375 | 1 | |
| 371 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| study_no | date | abdominal_distension | abdominal_pain | age | albumin | alt | ascites | ast | bilirubin_direct | bilirubin_total | bleeding_gi | bleeding_gum | bleeding_mucosal | bleeding_nose | bleeding_skin | bleeding_vaginal | body_temperature | bruising | cough | creatinine | diarrhoea | ecchymosis | effusion | gender | haematocrit_percent | haemoglobin | headache | heart_sound | height | hematemesis | hematoma | hematuria | igg | igg_interpretation | igm | igm_interpretation | jaundice | joint_pain | liver_palpation_size | lymphocytes_percent | melaena | muscle_pain | neutrophils_percent | oedema | parental_fluid | parental_fluid_period | parental_fluid_volume | pcr_dengue_load | pcr_dengue_reaction | petechiae | pleural_effusion | plt | pulse | restlessness | runny_nose | serotype | shock | shock_multiple | skin_rash | sore_throat | vomiting | wbc | weight | day_from_enrolment | day_from_admission | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2006-09-12 | V_0 | True | 17.0 | 23.0 | 69.0 | True | 90.0 | NaN | NaN | True | False | True | True | True | NaN | 37.0 | True | False | 99.0 | True | False | True | Male | 58.500000 | 15.500000 | True | True | NaN | False | False | False | 43.35 | Positive | 22.11 | Positive | False | False | 3.0 | 15.0 | False | True | 67.000000 | False | True | 50.0 | 4500.0 | 14512.50 | 11.610 | True | True | 3.0 | 100.0 | True | False | DENV-1 | True | True | False | False | False | 2.00 | 50.0 | 0 | 0 |
| 1 | 1 | 2006-09-13 | NaN | True | 17.0 | NaN | NaN | True | NaN | NaN | NaN | True | False | True | True | True | NaN | NaN | True | NaN | NaN | True | NaN | NaN | Male | 47.000000 | 16.299999 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | 12.0 | NaN | NaN | 38.000000 | NaN | True | NaN | NaN | NaN | NaN | True | True | 11.0 | NaN | NaN | NaN | NaN | True | True | False | NaN | False | 5.70 | 50.0 | 1 | 1 |
| 2 | 1 | 2006-09-14 | NaN | True | 17.0 | NaN | 180.0 | True | 244.0 | NaN | NaN | True | False | True | True | True | NaN | NaN | True | NaN | NaN | True | NaN | NaN | Male | 40.000000 | 14.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | 23.0 | NaN | NaN | 40.000000 | NaN | True | NaN | NaN | NaN | NaN | True | True | 17.0 | NaN | NaN | NaN | NaN | True | True | False | NaN | False | 4.80 | 50.0 | 2 | 2 |
| 3 | 1 | 2006-09-15 | NaN | True | 17.0 | NaN | NaN | True | NaN | NaN | NaN | True | False | True | True | True | NaN | NaN | True | NaN | NaN | True | NaN | NaN | Male | 38.000000 | 13.100000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | 25.0 | NaN | NaN | 50.000000 | NaN | True | NaN | NaN | NaN | NaN | True | True | 41.0 | NaN | NaN | NaN | NaN | True | True | False | NaN | False | 4.20 | 50.0 | 3 | 3 |
| 4 | 1 | 2006-09-16 | NaN | True | 17.0 | NaN | NaN | True | NaN | NaN | NaN | True | False | True | True | True | NaN | NaN | True | NaN | NaN | True | NaN | NaN | Male | 44.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | True | NaN | NaN | NaN | NaN | True | True | 146.0 | NaN | NaN | NaN | NaN | True | True | False | NaN | False | NaN | 50.0 | 4 | 4 |
| 5 | 1 | 2006-09-18 | NaN | True | 17.0 | NaN | NaN | True | NaN | NaN | NaN | True | False | True | True | True | NaN | NaN | True | NaN | NaN | True | NaN | NaN | Male | 44.500000 | 14.700000 | NaN | NaN | NaN | NaN | NaN | NaN | 53.45 | Positive | 27.30 | Positive | False | NaN | NaN | 23.5 | NaN | NaN | 55.000000 | NaN | True | NaN | NaN | NaN | NaN | True | True | 243.0 | NaN | NaN | NaN | NaN | True | True | False | NaN | False | 6.26 | 50.0 | 6 | 6 |
| 6 | 1 | 2006-09-29 | NaN | True | 17.0 | NaN | 46.0 | True | 44.0 | NaN | NaN | True | False | True | True | True | NaN | NaN | True | NaN | NaN | True | NaN | NaN | Male | 43.599998 | 14.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | 11.3 | NaN | NaN | 82.800003 | NaN | True | NaN | NaN | NaN | NaN | True | True | 324.0 | NaN | NaN | NaN | NaN | True | True | False | NaN | False | 6.60 | 50.0 | 17 | 17 |
| 7 | 2 | 2006-09-15 | NaN | True | 24.0 | NaN | NaN | True | NaN | NaN | NaN | True | False | True | False | True | NaN | NaN | True | NaN | NaN | False | NaN | NaN | Male | 65.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | True | NaN | NaN | NaN | NaN | True | True | 78.0 | NaN | NaN | NaN | NaN | True | True | False | NaN | False | NaN | 57.0 | -1 | 0 |
| 8 | 2 | 2006-09-16 | V_1 | True | 24.0 | NaN | 1815.0 | True | 605.0 | NaN | NaN | True | False | True | False | True | NaN | 37.0 | True | False | 101.0 | False | False | True | Male | 56.500000 | 16.600000 | True | False | NaN | True | False | False | 49.16 | Positive | 33.77 | Positive | False | False | 0.0 | 9.6 | False | True | 85.599998 | False | True | 38.0 | 5750.0 | 6998.75 | 5.599 | True | True | 131.0 | 120.0 | True | False | DENV-1 | True | True | False | False | False | 12.50 | 57.0 | 0 | 1 |
| 9 | 2 | 2006-09-17 | NaN | True | 24.0 | NaN | NaN | True | NaN | NaN | NaN | True | False | True | False | True | NaN | NaN | True | NaN | NaN | False | NaN | NaN | Male | 36.500000 | 12.400000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | 9.0 | NaN | NaN | 77.300003 | NaN | True | NaN | NaN | NaN | NaN | True | True | 185.0 | NaN | NaN | NaN | NaN | True | True | False | NaN | False | 27.40 | 57.0 | 1 | 2 |
Last rows
| study_no | date | abdominal_distension | abdominal_pain | age | albumin | alt | ascites | ast | bilirubin_direct | bilirubin_total | bleeding_gi | bleeding_gum | bleeding_mucosal | bleeding_nose | bleeding_skin | bleeding_vaginal | body_temperature | bruising | cough | creatinine | diarrhoea | ecchymosis | effusion | gender | haematocrit_percent | haemoglobin | headache | heart_sound | height | hematemesis | hematoma | hematuria | igg | igg_interpretation | igm | igm_interpretation | jaundice | joint_pain | liver_palpation_size | lymphocytes_percent | melaena | muscle_pain | neutrophils_percent | oedema | parental_fluid | parental_fluid_period | parental_fluid_volume | pcr_dengue_load | pcr_dengue_reaction | petechiae | pleural_effusion | plt | pulse | restlessness | runny_nose | serotype | shock | shock_multiple | skin_rash | sore_throat | vomiting | wbc | weight | day_from_enrolment | day_from_admission | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4552 | 738 | 2008-10-27 | NaN | False | 28.0 | NaN | NaN | False | NaN | NaN | NaN | True | False | True | False | True | NaN | NaN | True | NaN | NaN | False | NaN | NaN | Male | 49.949999 | 18.600000 | NaN | NaN | 172.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | 20.900000 | NaN | NaN | 62.700001 | NaN | True | NaN | NaN | NaN | NaN | True | False | 1.0 | NaN | NaN | NaN | NaN | False | False | False | NaN | False | 3.6 | 85.0 | -1 | 3 |
| 4553 | 738 | 2008-10-28 | V_0 | False | 28.0 | 34.700001 | NaN | False | NaN | NaN | NaN | True | False | True | False | True | NaN | 37.5 | True | False | 70.0 | False | False | False | Male | 47.099998 | 16.799999 | True | True | 172.0 | False | True | True | 37.42 | Positive | 51.90 | Positive | False | False | 0.0 | 49.000000 | False | True | 40.000000 | False | True | NaN | NaN | NaN | NaN | True | False | 5.0 | 90.0 | True | False | <LOD | False | False | False | False | False | 5.6 | 85.0 | 0 | 4 |
| 4554 | 738 | 2008-10-29 | NaN | False | 28.0 | NaN | NaN | False | NaN | NaN | NaN | True | False | True | False | True | NaN | NaN | True | NaN | NaN | False | NaN | NaN | Male | 37.700001 | 13.900000 | NaN | NaN | 172.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | 9.100000 | NaN | NaN | 64.000000 | NaN | True | NaN | NaN | NaN | NaN | True | False | 11.0 | NaN | NaN | NaN | NaN | False | False | False | NaN | False | 16.5 | 85.0 | 1 | 5 |
| 4555 | 738 | 2008-10-30 | NaN | False | 28.0 | NaN | NaN | False | NaN | NaN | NaN | True | False | True | False | True | NaN | NaN | True | NaN | NaN | False | NaN | NaN | Male | 35.700001 | 12.900000 | NaN | NaN | 172.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | 9.500000 | NaN | NaN | 70.300003 | NaN | True | NaN | NaN | NaN | NaN | True | False | 41.0 | NaN | NaN | NaN | NaN | False | False | False | NaN | False | 15.5 | 85.0 | 2 | 6 |
| 4556 | 738 | 2008-10-31 | NaN | False | 28.0 | NaN | NaN | False | NaN | NaN | NaN | True | False | True | False | True | NaN | NaN | True | NaN | NaN | False | NaN | NaN | Male | 36.799999 | 13.000000 | NaN | NaN | 172.0 | NaN | NaN | NaN | 48.91 | Positive | 62.11 | Positive | False | NaN | NaN | 13.200000 | NaN | NaN | 63.099998 | NaN | True | NaN | NaN | NaN | NaN | True | False | 121.0 | NaN | NaN | NaN | NaN | False | False | False | NaN | False | 10.9 | 85.0 | 3 | 7 |
| 4557 | 738 | 2008-11-01 | NaN | False | 28.0 | NaN | NaN | False | NaN | NaN | NaN | True | False | True | False | True | NaN | NaN | True | NaN | NaN | False | NaN | NaN | Male | 47.299999 | NaN | NaN | NaN | 172.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | True | NaN | NaN | NaN | NaN | True | False | 182.0 | NaN | NaN | NaN | NaN | False | False | False | NaN | False | NaN | 85.0 | 4 | 8 |
| 4558 | 738 | 2008-11-02 | NaN | False | 28.0 | NaN | NaN | False | NaN | NaN | NaN | True | False | True | False | True | NaN | NaN | True | NaN | NaN | False | NaN | NaN | Male | NaN | NaN | NaN | NaN | 172.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | True | NaN | NaN | NaN | NaN | True | False | NaN | NaN | NaN | NaN | NaN | False | False | False | NaN | False | NaN | 85.0 | 5 | 9 |
| 4559 | 739 | 2008-10-28 | NaN | False | 25.0 | NaN | NaN | False | NaN | NaN | NaN | NaN | False | True | False | True | NaN | NaN | False | NaN | NaN | False | NaN | NaN | Male | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False | NaN | NaN | NaN | NaN | NaN | NaN | NaN | True | NaN | NaN | NaN | NaN | True | False | NaN | NaN | NaN | NaN | NaN | False | False | False | NaN | False | NaN | 52.0 | -1 | 0 |
| 4560 | 739 | 2008-10-29 | V_0 | False | 25.0 | 43.900002 | 11.0 | False | 16.0 | NaN | NaN | NaN | False | True | False | True | NaN | 39.0 | False | True | 60.0 | False | False | False | Male | 30.400000 | NaN | True | False | NaN | False | False | False | 1.92 | Negative | 1.60 | Negative | False | False | 0.0 | 4.700000 | False | False | 91.000000 | False | True | NaN | NaN | NaN | NaN | True | False | 2.0 | 110.0 | True | False | <LOD | False | False | False | False | False | 15.2 | 52.0 | 0 | 1 |
| 4561 | 740 | 2008-11-12 | V_0 | True | 15.0 | NaN | 24.0 | False | 58.0 | NaN | NaN | True | False | True | False | True | NaN | NaN | True | False | 64.0 | False | False | False | Male | 26.000000 | 8.100000 | True | True | 153.0 | True | False | False | 3.90 | Negative | 39.69 | Positive | False | False | 0.0 | 18.799999 | True | True | 77.900002 | False | True | NaN | NaN | 8260000.0 | 18500.0 | True | False | 56.0 | 104.0 | True | False | DENV-1 | False | False | False | False | True | 3.1 | 38.0 | 0 | 0 |